[HTML][HTML] Strategies for dealing with missing data in clinical trials: from design to analysis

JD Dziura, LA Post, Q Zhao, Z Fu… - The Yale journal of …, 2013 - ncbi.nlm.nih.gov
Randomized clinical trials are the gold standard for evaluating interventions as randomized
assignment equalizes known and unknown characteristics between intervention groups …

The prevention and treatment of missing data in clinical trials

National Research Council, Division of Behavioral… - 2010 - books.google.com
Randomized clinical trials are the primary tool for evaluating new medical interventions.
Randomization provides for a fair comparison between treatment and control groups …

The prevention and treatment of missing data in clinical trials

RJ Little, R D'agostino, ML Cohen… - … England Journal of …, 2012 - Mass Medical Soc
The Prevention and Treatment of Missing Data in Clinical Trials | New England Journal of
Medicine Skip to main content The New England Journal of Medicine homepage Advanced …

Are missing outcome data adequately handled? A review of published randomized controlled trials in major medical journals

AM Wood, IR White, SG Thompson - Clinical trials, 2004 - journals.sagepub.com
Background Randomized controlled trials almost always have some individuals with missing
outcomes. Inadequate handling of these missing data in the analysis can cause substantial …

[图书][B] Preventing and treating missing data in longitudinal clinical trials: a practical guide

CH Mallinckrodt - 2013 - books.google.com
Recent decades have brought advances in statistical theory for missing data, which,
combined with advances in computing ability, have allowed implementation of a wide array …

A review of the handling of missing longitudinal outcome data in clinical trials

M Powney, P Williamson, J Kirkham… - Trials, 2014 - Springer
The aim of this review was to establish the frequency with which trials take into account
missingness, and to discover what methods trialists use for adjustment in randomised …

[图书][B] Clinical trials with missing data: a guide for practitioners

M O'Kelly, B Ratitch - 2014 - books.google.com
This book provides practical guidance for statisticians, clinicians, and researchers involved
in clinical trials in the biopharmaceutical industry, medical and public health organisations …

Addressing continuous data for participants excluded from trial analysis: a guide for systematic reviewers

S Ebrahim, EA Akl, RA Mustafa, X Sun… - Journal of Clinical …, 2013 - Elsevier
Background No methods directly address the impact of missing participant data for
continuous outcomes in systematic reviews on risk of bias. Methods We conducted a …

Missing data in randomised controlled trials: a practical guide

JR Carpenter, MG Kenward - 2007 - researchonline.lshtm.ac.uk
Objective: Missing data are ubiquitous in clinical trials, yet recent research suggests many
statisticians and investigators appear uncertain how to handle them. The objective is to set …

Handling missing data in RCTs; a review of the top medical journals

ML Bell, M Fiero, NJ Horton, CH Hsu - BMC medical research …, 2014 - Springer
Background Missing outcome data is a threat to the validity of treatment effect estimates in
randomized controlled trials. We aimed to evaluate the extent, handling, and sensitivity …